Noise misleads rotation invariant algorithms on sparse targets

Manfred K. Warmuth, Wojciech Kotłowski, Matt Jones +1

It is well known that the class of rotation invariant algorithms are suboptimal even for learning sparse linear problems when the number of examples is below the "dimension" of the…